Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add codecast-sh/codecast --skill cast-researchgit clone --depth 1 https://github.com/codecast-sh/codecastWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/codecast-sh/codecast/cast-research)<a href="https://agentmods.dev/skills/codecast-sh/codecast/cast-research"><img src="https://agentmods.dev/badge/skills/codecast-sh/codecast/cast-research/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/codecast-sh/codecast/cast-research"><img src="https://agentmods.dev/badge/skills/codecast-sh/codecast/cast-research.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00073 | $0.00532 |
| Opus 5.5 | $0.00029 | $0.00213 |
| Sonnet 5.5 | $0.00015 | $0.00106 |
| Haiku 4.5 | $0.00007 | $0.00053 |
Grade A, and why
cast-research scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 16d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
What it actually says
An agent that knows what it wants to build reads code selectively and reports what supports its plan. This skill separates the two: one step knows the goal and only asks questions; another answers them without knowing the goal, so the answers describe the code as it is.
Write the questions
From the goal (and the bound task or plan, if any), write the questions a planner would need answered about the existing code: where a behavior lives, how data flows through it, what calls what, which rules and guards apply, how the area is tested today. Each question is about what exists, phrased so it does not reveal what will be built or favor an approach. Leave out the goal itself, the proposed design and any wording that hints at either.
cast doc create "Research questions: <area>" -c - <<'EOF'
<the questions, grouped by area>
EOF
Answer them in a fresh session
Spawn a worker that receives only the questions doc id, nothing about the goal:
cast spawn --subagent -- - <<'EOF'
Answer the questions in doc <doc_id> (cast doc show <doc_id>) by reading
the code in this repository. Write the answers as a new doc with
`cast doc create "Research: <area>" -c -`, then reply with its id.
Describe what exists and how it works. Each section heading states the
finding itself, so a reader skimming headings learns the answer. Back every
claim with file:line references. For each area, include how it is tested
today. Do not recommend changes, judge the design or speculate about what
should be built; where the code cannot answer a question, say so.
EOF
Watch it with cast sessions <id> -w --json and read its reply with cast read <id>.
Hand it on
Reply with the research doc id. Whoever plans next (/cast-plan) reads the
research doc and the code it points to, never the questions doc. Do not
write a plan or a design in this skill.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 16d ago First seen · 54 lines · 73 tokens per session scan A d2e0b79a7994
cast-research is a skill published in the GitHub repository codecast-sh/codecast (45 stars, last pushed today), licensed MIT. It adds 73 tokens to every session and 532 once invoked, about $0.0003 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-10-25.
cast-research compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| cast-researchcodecast-sh/codecast | Skill | 45 | today | MIT | A | 73 | Claude Code |
| google-agents-cli-scaffoldgoogle/agents-cli | Skill | 6.3k | 5d ago | Apache-2.0 | A | 135 | Claude Code |
| adk-go-self-reviewgoogle/adk-go | Skill | 9.0k | today | Apache-2.0 | A | 87 | Claude Code, Codex |
| grocery-pricesgoogle/adk-go | Skill | 9.0k | today | Apache-2.0 | A | 16 | Claude Code, Codex |
| honey-pxGreen-PT/honey-for-devs | Skill | 352 | 22d ago | MIT | A | 18 | Claude Code |
| sprint-planfaizkhairi/claude-code-blueprint | Skill | 73 | 5d ago | MIT | A | 107 | Claude Code |
| db-checkfaizkhairi/claude-code-blueprint | Skill | 73 | 5d ago | MIT | A | 12 | Claude Code |